I am a Postdoctoral researcher at the University of Amsterdam, working with with Prof. Cees Snoek. I completed my PhD at the University of Bristol, advised by Dr. Dima Damen and Prof. Walterio Mayol-Cuevas. My area of interest is Video Understanding, with my PhD thesis (which you can find here) focussing on Skill Determination.

Contact: hazel.doughty *at* uva.nl

News & Activities


Publications


On Semantic Similarity in Video Retrieval
Michael Wray, Hazel Doughty and Dima Damen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[Webpage] [arXiv]
Rescaling Egocentric Vision: EPIC-KITCHENS-100
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
ArXiv, 2020.
[Webpage] [arXiv] [Dataset and Code]
Action Modifiers: Learning from Adverbs in Instructional Videos
Hazel Doughty, Ivan Laptev, Walterio Mayol-Cuevas and Dima Damen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[Webpage] [arXiv] [Dataset and Code]
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
[arXiv Preprint]
The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos
Hazel Doughty, Walterio Mayol-Cuevas and Dima Damen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[Webpage] [arXiv] [Dataset & Code]
Scaling Egocentric Vision: The EPIC-Kitchens Dataset
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
European Conference on Computer Vision (ECCV), 2018. (Oral)
[arXiv] [Webpage & Dataset]
Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination
Hazel Doughty, Dima Damen and Walterio Mayol-Cuevas
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. (Spotlight)
[arXiv] [Bibtex] [Dataset]

Misc



Workshop Organizer: Structured Representations for Video Understanding, WiCV@CVPR2020, EPIC@CVPR2020, EPIC@ECCV2020
Reviewer: CVPR 2019-2021, ICCV 2019-2021, ECCV 2020, PAMI 2020, ACCV 2020, WACV 2020, AAAI 2019
Outstading Reviewer: CVPR 2021, ECCV 2020, ACCV 2020